Read and write your reviews from Claude and ChatGPT

18 tools give your assistant every review, stat, topic and report in your Reviewflowz account, and let it tag reviews, assign teammates and save reports when you approve.

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  • Every review and every field, under any filter
  • Tag, assign and save reports, with your approval
  • Claude, ChatGPT and any MCP client
The same Reviewflowz MCP server, https://app.reviewflowz.com/mcp/tools, used from Claude and from ChatGPT. In Claude, asked for the average rating and reply rate this quarter by location, get_stats answers: Park Slope 4.6 and 84%, Astoria 4.4 and 72%, Jersey City 4.2 and 67%, Hoboken 3.9 and 58%, all locations 4.3 over 1,284 reviews and 71%. In ChatGPT, analyze_sentiment ranks the topics behind 1 star reviews since June: wait time, reservations, food quality. Back in Claude, tagging Sarah's review Wait time asks for approval first, naming the review: Sarah M., 2 stars, Google: waited 90 minutes. In ChatGPT, draft_reply writes a reply to the latest 1 star review, and nothing is posted.
https://app.reviewflowz.com/mcp/tools

Every review, every field, under any filter

Pull reviews by date, rating, platform, keyword, tag, topic, language or country, with every field Reviewflowz holds: the same values a CSV export writes, edits included. Average rating, star breakdown and reply rate come back per location or as a trend, and every answer quotes the reviews it came from, with a link.

Ask Claude: German guests' complaints this summer? Claude pulls exactly those reviews through the Reviewflowz connector and answers: bar noise, in 9 of their 11 reviews.

Write back to your account, with your approval

Your assistant can tag and untag reviews, assign teammates, confirm the teammates AI matching suggested and save custom reports. Each change names the review in plain language, like “Sarah M., 2 stars, Google: waited 90 minutes”, so you know what you approve. Reply drafts come back for you to edit and are never posted. Teammates and saved reports need Premium.

Your AI assistant asks to change your Reviewflowz account: assign Maria G.'s 2-star Google review to Andrea. Nothing changes until you click Allow; then the review is assigned to Andrea Lopez in your account.

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Topics, comparisons and reports, without a dashboard

Ask which topics drive your one-star reviews and get positive, negative and neutral counts for each. Put locations side by side on rating, volume, review velocity and reply performance. Run any saved report, or describe a new one and save it under Reports for your whole team. Topic analysis needs Premium.

Ask Claude: what drives our 1-star reviews? Claude asks Reviewflowz and the report comes back on your phone, 1-star topics by negative mentions: QR ordering 26, Wait time 19, Cold food 14.

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